Enabling passive measurement of zoom performance in production networks

O Michel, S Sengupta, H Kim, R Netravali… - Proceedings of the 22nd …, 2022 - dl.acm.org
Video-conferencing applications impose high loads and stringent performance requirements
on the network. To better understand and manage these applications, we need effective …

Measuring TCP round-trip time in the data plane

X Chen, H Kim, JM Aman, W Chang, M Lee… - Proceedings of the …, 2020 - dl.acm.org
We present a data-plane algorithm that passively and continuously monitors the Round-Trip
Time of TCP traffic, by matching data packets with their associated acknowledgments and …

DeepQoE: Real-time measurement of video QoE from encrypted traffic with deep learning

M Shen, J Zhang, K Xu, L Zhu, J Liu… - 2020 IEEE/ACM 28th …, 2020 - ieeexplore.ieee.org
With the dramatic increase of video traffic on the Internet, video quality of experience (QoE)
measurement becomes even more important, which provides network operators with an …

VideoTrain++: GAN-based adaptive framework for synthetic video traffic generation

C Madarasingha, SR Muramudalige, G Jourjon… - Computer Networks, 2022 - Elsevier
Video streaming traffic has been dominating the global network and the challenges have
exacerbated with the gaining popularity of interactive videos, aka 360° videos, as they …

Requet: Real-time QoE metric detection for encrypted YouTube traffic

C Gutterman, K Guo, S Arora, T Gilliland… - ACM Transactions on …, 2020 - dl.acm.org
As video traffic dominates the Internet, it is important for operators to detect video quality of
experience (QoE) to ensure adequate support for video traffic. With wide deployment of end …

Seta++: Real-time scalable encrypted traffic analytics in multi-gbps networks

C Kattadige, KN Choi, A Wijesinghe… - … on Network and …, 2021 - ieeexplore.ieee.org
The security and privacy of the end-users are a few of the most important components of a
communication network. Though end-to-end encryption (eg, TLS/SSL) fulfils this …

Vastile: Viewport adaptive scalable 360-degree video frame tiling

C Madarasingha, K Thilakarathna - Proceedings of the 29th ACM …, 2021 - dl.acm.org
360° videos aka spherical videos are getting popular among users nevertheless,
omnidirectional view of these videos demands high bandwidth and processing power at the …

Livelyzer: analyzing the first-Mile ingest performance of live video streaming

X Zhu, S Sen, ZM Mao - Proceedings of the 12th ACM Multimedia …, 2021 - dl.acm.org
Over-the-top (OTT) live video traffic has grown significantly, fueled by fundamental shifts in
how users consume video content (eg, increased cord-cutting) and by improvements in …

SETA: Scalable encrypted traffic analytics in multi-Gbps networks

KN Choi, A Wijesinghe, CMM Kattadige… - 2020 IEEE 45th …, 2020 - ieeexplore.ieee.org
While end-to-end encryption brings security and privacy to the end-users, it makes legacy
solutions such as Deep Packet Inspection ineffective. Despite the recent work in machine …

Videotrain: A generative adversarial framework for synthetic video traffic generation

C Kattadige, SR Muramudalige, KN Choi… - 2021 IEEE 22nd …, 2021 - ieeexplore.ieee.org
Unlike the traditional Internet application such as web browsing and peer-to-peer (P2P),
video streaming has been dominating the global network traffic for the past few years …